Cargando…

Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection

This paper presents a portable device for outdoor air quality measurement that provides concentration values for the main pollutants: NO(2), NO, CO, O(3), PM(2.5) and PM(10), and other values such as temperature, humidity, location, and date. The device is based on the use of commercial electrochemi...

Descripción completa

Detalles Bibliográficos
Autores principales: Arroyo, Patricia, Gómez-Suárez, Jaime, Suárez, José Ignacio, Lozano, Jesús
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472764/
https://www.ncbi.nlm.nih.gov/pubmed/34577435
http://dx.doi.org/10.3390/s21186228
_version_ 1784574818497069056
author Arroyo, Patricia
Gómez-Suárez, Jaime
Suárez, José Ignacio
Lozano, Jesús
author_facet Arroyo, Patricia
Gómez-Suárez, Jaime
Suárez, José Ignacio
Lozano, Jesús
author_sort Arroyo, Patricia
collection PubMed
description This paper presents a portable device for outdoor air quality measurement that provides concentration values for the main pollutants: NO(2), NO, CO, O(3), PM(2.5) and PM(10), and other values such as temperature, humidity, location, and date. The device is based on the use of commercial electrochemical gas and optical particle matter sensors with a careful design of the electronics for reducing the electrical noise and increasing the accuracy of the measurements. The result is a low-cost system with IoT technology that connects to the Internet through a GSM module and sends all real-time data to a cloud platform with storage and computational potential. Two identical devices were fabricated and installed on a mobile reference measurement unit and deployed in Badajoz, Spain. The results of a two-month field campaign are presented and published. Data obtained from these measurements were calibrated using linear regression and neural network techniques. Good performance has been achieved for both gaseous pollutants (with a Pearson correlation coefficient of up to 0.97) and PM sensors.
format Online
Article
Text
id pubmed-8472764
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84727642021-09-28 Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection Arroyo, Patricia Gómez-Suárez, Jaime Suárez, José Ignacio Lozano, Jesús Sensors (Basel) Article This paper presents a portable device for outdoor air quality measurement that provides concentration values for the main pollutants: NO(2), NO, CO, O(3), PM(2.5) and PM(10), and other values such as temperature, humidity, location, and date. The device is based on the use of commercial electrochemical gas and optical particle matter sensors with a careful design of the electronics for reducing the electrical noise and increasing the accuracy of the measurements. The result is a low-cost system with IoT technology that connects to the Internet through a GSM module and sends all real-time data to a cloud platform with storage and computational potential. Two identical devices were fabricated and installed on a mobile reference measurement unit and deployed in Badajoz, Spain. The results of a two-month field campaign are presented and published. Data obtained from these measurements were calibrated using linear regression and neural network techniques. Good performance has been achieved for both gaseous pollutants (with a Pearson correlation coefficient of up to 0.97) and PM sensors. MDPI 2021-09-16 /pmc/articles/PMC8472764/ /pubmed/34577435 http://dx.doi.org/10.3390/s21186228 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Arroyo, Patricia
Gómez-Suárez, Jaime
Suárez, José Ignacio
Lozano, Jesús
Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection
title Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection
title_full Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection
title_fullStr Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection
title_full_unstemmed Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection
title_short Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection
title_sort low-cost air quality measurement system based on electrochemical and pm sensors with cloud connection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472764/
https://www.ncbi.nlm.nih.gov/pubmed/34577435
http://dx.doi.org/10.3390/s21186228
work_keys_str_mv AT arroyopatricia lowcostairqualitymeasurementsystembasedonelectrochemicalandpmsensorswithcloudconnection
AT gomezsuarezjaime lowcostairqualitymeasurementsystembasedonelectrochemicalandpmsensorswithcloudconnection
AT suarezjoseignacio lowcostairqualitymeasurementsystembasedonelectrochemicalandpmsensorswithcloudconnection
AT lozanojesus lowcostairqualitymeasurementsystembasedonelectrochemicalandpmsensorswithcloudconnection